Published December 27, 2024
| Version v1
Dataset
Open
Growth dynamics of bottlenose dolphins (Tursiops truncatus) at the southern extreme of their range
Authors/Creators
Description
Version release associated with GitHub repository: https://github.com/leahcrowe-otago/FBD_measurements/tree/main
- Identify when in video dolphin surfaces, ID that dolphin
- Screen grab the best image of the dolphin above that shows rostrum to tail at/near the surface
- used VLC player to go frame by frame
- Add screen grab filename to the time and ID from #1
- Run "./scripts/Altitudes for snapshots" for each day of droning
- this adds a check to make sure GPS of the LiDAR and the metadata from the drone match up
- finds altitude for each snapshot
- matches up to IDs and outputs file to enter measurements
- identifies if altimeter reading meets criteria per Dickson et al. 2020 ("issues" column)
- Populate the "altperimage_*" file with measurements (.csvs from Whalelength are later merged in "./scripts/whalength_file_merge.R")
- filter by issue == "N"
- hide columns C, G, H, and J to AC
- Run each resulting image through Whalength
- I1P Video stills, -1.5 cm offset
- Run "measurements_demo.Rmd" to wrangle data, incorporate life history info ("demo"graphy data), and create some supplementary figures
- calls "whalength_file_merge.R"
- merges all Whalelength outputs
- creates Fig. S4, calibration measurements
- Supplementary Figures S5
- data output: see data repo for metadata details
- individual i measurement data at each capture occasion j for model
- individual life history data
- Model run in the "./scripts/stan/runstan_allo_mv_t0.R" file: 'run' the 'stan' code of 'allo'metric measurement data in a 'm'ulti'v'ariate model with fixed age at length zero (t0)
- data formatting for model
- calls the Stan model
- main model: "./scripts/stan/vb_mod_all0_t0.stan"
- for the supplementary sex/pod effect model: "./scripts/stan/sex_pod_effects.R" runs the model specified in "./scripts/stan/vb_mod_all0_t0_sexpod.stan"
- initial values for von Bertalanffy model (init_vb)
- fit the model (fit_vb)
- save results
- "./scripts/Results.R"
- read data
- summarise results
- create table S2
- create Figs. 2–4, S6, S7
- "Supplementary.qmd" creates the suppmat file
- creates supplementary tables
- Section 1.3 created from './scripts/Results_age_adjusted.R'
- Fig. S1 map created by calling "./scripts/ms_map.R"
- Data: "./data/Measurements/Data for review"
- Metadata-description.pdf: describes the data in the following files:
- ij_1.csv
- ij_2.csv
- ij_3.csv
- ij_ID.csv
Files
FBD_measurements-main.zip
Files
(1.9 MB)
| Name | Size | Download all |
|---|---|---|
|
md5:13a5cb10303eb2fc1b13a38040e39442
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1.9 MB | Preview Download |
Additional details
Dates
- Submitted
-
2024-12